HR teams should leverage data and predictive analytics using historical and real-time data to forecast future workforce outcomes. This enables a holistic talent view, risk identification (such as turnover or skills gaps), and proactive decision-making.
What Can Employers Do?
Adopt Advanced HR Analytics Platforms or Services
Platforms/Services with predictive and prescriptive analytics can forecast attrition, skills shortages, and engagement drops.
Evaluate Cloud-Based or Integrated HRIS and Payroll Solutions
Look for solutions with robust analytics and ensure they are compatible with your accounting systems.
Integrate HR and Financial Data
Connecting payroll, benefits, and performance data with financial metrics uncovers cost-ROI for talent programs and workforce planning. Encourage regular cross-department reporting sessions, build integrated dashboards, and map HR data to key financial indicators.
Develop Predictive Talent Risk Models
Spot flight-risk employees, talent gaps, or leadership pipeline problems before they materialize. Use regression analysis/AI-based tools to map turnover risk, absenteeism patterns, or promotion likelihood. Regularly review ethical safeguards.
Shift to Proactive Workforce Planning
Move from reactive hiring or backfilling to scenario models (e.g., skills needed for growth, impact of automation). Evaluate multiple staffing scenarios using analytics and set up quarterly strategy reviews with finance and operations.
Enhance Employee Experience Measurement
Granular analysis of engagement survey sentiment, attrition drivers, and productivity trends leads to sharper interventions. Couple structured annual survey data with unstructured feedback (e.g., sentiment analysis from exit interviews).
Embracing data-driven HR strategies will be critical for navigating any workforce challenges in 2026 and beyond. By integrating advanced analytics platforms, linking HR and financial information, and proactively assessing talent risks, you can make informed decisions that strengthen both employee engagement and business performance. Developing robust predictive models and fostering collaborative reporting practices ensure that your HR initiatives deliver measurable value. As your workplace continues to evolve, committing to leveraging comprehensive, ethical data insights will best position your organization to attract, retain, and develop top talent, driving sustainable success.
Reach out to RKL Virtual Management Solutions today to speak with an advisor who can help you ensure you are getting the most out of your HR data and analytics.
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Stephane L. Smith is a Partner and Vice President of Workforce Strategies for RKL Virtual Management Solutions. She directs the firm’s comprehensive suite of outsourced HR and compensation services and leads a team of HR advisors who fill key roles for employers, including compensation analysis, performance management, compliance, recruitment, and full outsourcing of the HR function.
